Victoria Stuart 🇨🇦 🏳️‍⚧️<p>...<br>Addendae (cont'd)</p><p>Manifold hypothesis<br><a href="https://en.wikipedia.org/wiki/Manifold_hypothesis" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">en.wikipedia.org/wiki/Manifold</span><span class="invisible">_hypothesis</span></a></p><p>Many high-dimensional data sets (requiring many variables) in the real world actually lie along low-dimensional latent manifolds in that high-dimensional space (described by a smaller number of variables).</p><p>This principle may underpin the effectiveness of ML algorithms in describing high-dimensional data sets by considering a few common features.</p><p><a href="https://mastodon.social/tags/ManifoldHypothesis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ManifoldHypothesis</span></a> <a href="https://mastodon.social/tags/manifolds" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>manifolds</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DimensionalityReduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DimensionalityReduction</span></a></p>